diff --git a/neutron/api/rpc/handlers/securitygroups_rpc.py b/neutron/api/rpc/handlers/securitygroups_rpc.py
index f46d5e4b967..23beac95814 100644
--- a/neutron/api/rpc/handlers/securitygroups_rpc.py
+++ b/neutron/api/rpc/handlers/securitygroups_rpc.py
@@ -431,6 +431,10 @@ class SecurityGroupServerAPIShim(sg_rpc_base.SecurityGroupInfoAPIMixin):
                       for sg_id in p['security_group_ids']))
         return [(sg_id, ) for sg_id in sg_ids]
 
-    def _is_security_group_stateful(self, context, sg_id):
-        sg = self.rcache.get_resource_by_id(resources.SECURITYGROUP, sg_id)
-        return sg.stateful
+    def _get_sgs_stateful_flag(self, context, sg_ids):
+        sgs_stateful = {}
+        for sg_id in sg_ids:
+            sg = self.rcache.get_resource_by_id(resources.SECURITYGROUP, sg_id)
+            sgs_stateful[sg_id] = sg.stateful
+
+        return sgs_stateful
diff --git a/neutron/db/securitygroups_rpc_base.py b/neutron/db/securitygroups_rpc_base.py
index e970f6d4a54..3f8df31e2a6 100644
--- a/neutron/db/securitygroups_rpc_base.py
+++ b/neutron/db/securitygroups_rpc_base.py
@@ -211,12 +211,10 @@ class SecurityGroupInfoAPIMixin(object):
                     # this set will be serialized into a list by rpc code
                     remote_address_group_info[remote_ag_id][ethertype] = set()
             direction = rule_in_db['direction']
-            stateful = self._is_security_group_stateful(context,
-                                                        security_group_id)
             rule_dict = {
                 'direction': direction,
                 'ethertype': ethertype,
-                'stateful': stateful}
+            }
 
             for key in ('protocol', 'port_range_min', 'port_range_max',
                         'remote_ip_prefix', 'remote_group_id',
@@ -234,6 +232,13 @@ class SecurityGroupInfoAPIMixin(object):
             if rule_dict not in sg_info['security_groups'][security_group_id]:
                 sg_info['security_groups'][security_group_id].append(
                     rule_dict)
+
+        # Populate the security group "stateful" flag in the SGs list of rules.
+        for sg_id, stateful in self._get_sgs_stateful_flag(
+                context, sg_info['security_groups'].keys()).items():
+            for rule in sg_info['security_groups'][sg_id]:
+                rule['stateful'] = stateful
+
         # Update the security groups info if they don't have any rules
         sg_ids = self._select_sg_ids_for_ports(context, ports)
         for (sg_id, ) in sg_ids:
@@ -427,13 +432,13 @@ class SecurityGroupInfoAPIMixin(object):
         """
         raise NotImplementedError()
 
-    def _is_security_group_stateful(self, context, sg_id):
-        """Return whether the security group is stateful or not.
+    def _get_sgs_stateful_flag(self, context, sg_id):
+        """Return the security groups stateful flag.
 
-        Return True if the security group associated with the given ID
-        is stateful, else False.
+        Returns a dictionary with the SG ID as key and the stateful flag:
+        {sg_1: True, sg_2: False, ...}
         """
-        return True
+        raise NotImplementedError()
 
 
 class SecurityGroupServerRpcMixin(SecurityGroupInfoAPIMixin,
@@ -526,5 +531,5 @@ class SecurityGroupServerRpcMixin(SecurityGroupInfoAPIMixin,
         return ips_by_group
 
     @db_api.retry_if_session_inactive()
-    def _is_security_group_stateful(self, context, sg_id):
-        return sg_obj.SecurityGroup.get_sg_by_id(context, sg_id).stateful
+    def _get_sgs_stateful_flag(self, context, sg_ids):
+        return sg_obj.SecurityGroup.get_sgs_stateful_flag(context, sg_ids)
diff --git a/neutron/objects/securitygroup.py b/neutron/objects/securitygroup.py
index 59c3c60b4e4..f2558d8f6ee 100644
--- a/neutron/objects/securitygroup.py
+++ b/neutron/objects/securitygroup.py
@@ -11,6 +11,7 @@
 #    under the License.
 
 from neutron_lib import context as context_lib
+from neutron_lib.db import api as db_api
 from neutron_lib.objects import common_types
 from neutron_lib.utils import net as net_utils
 from oslo_utils import versionutils
@@ -130,6 +131,13 @@ class SecurityGroup(rbac_db.NeutronRbacObject):
                                            security_group_ids=[obj_id])
         return {port.tenant_id for port in port_objs}
 
+    @classmethod
+    @db_api.CONTEXT_READER
+    def get_sgs_stateful_flag(cls, context, sg_ids):
+        query = context.session.query(cls.db_model.id, cls.db_model.stateful)
+        query = query.filter(cls.db_model.id.in_(sg_ids))
+        return dict(query.all())
+
 
 @base.NeutronObjectRegistry.register
 class DefaultSecurityGroup(base.NeutronDbObject):
diff --git a/neutron/tests/unit/objects/test_securitygroup.py b/neutron/tests/unit/objects/test_securitygroup.py
index 53a7901d3ac..011cabeb810 100644
--- a/neutron/tests/unit/objects/test_securitygroup.py
+++ b/neutron/tests/unit/objects/test_securitygroup.py
@@ -210,6 +210,22 @@ class SecurityGroupDbObjTestCase(test_base.BaseDbObjectTestCase,
         self.assertEqual(len(sg_obj.rules), 0)
         self.assertIsNone(listed_objs[0].rules)
 
+    def test_get_sgs_stateful_flag(self):
+        for obj in self.objs:
+            obj.create()
+
+        sg_ids = tuple(sg.id for sg in self.objs)
+        sgs_stateful = securitygroup.SecurityGroup.get_sgs_stateful_flag(
+            self.context, sg_ids)
+        for sg_id, stateful in sgs_stateful.items():
+            for obj in (obj for obj in self.objs if obj.id == sg_id):
+                self.assertEqual(obj.stateful, stateful)
+
+        sg_ids = sg_ids + ('random_id_not_present', )
+        sgs_stateful = securitygroup.SecurityGroup.get_sgs_stateful_flag(
+            self.context, sg_ids)
+        self.assertEqual(len(self.objs), len(sgs_stateful))
+
 
 class DefaultSecurityGroupIfaceObjTestCase(test_base.BaseObjectIfaceTestCase):